$18 - $23.50/hr
The work powers speech recognition, dialogue, and evaluation systems for major AI labs. Audio ... Comfortable with web-based annotation platforms and variable-speed audio playback * Reliable high ...
$18 - $23.50/hr
The work powers speech recognition, dialogue, and evaluation systems for major AI labs. Audio ... Comfortable with web-based annotation platforms and variable-speed audio playback * Reliable high ...
Paid Improv and Acting Work (Columbus, OH)
Columbus, OH · On-site
$200/hr
... to annotation to delivery. We design and create datasets from scratch, recruit and manage the ... A wide range of voices, speech patterns, and physical presence makes the resulting AI more ...
Paid Improv and Acting Work (Columbus, OH)
Columbus, OH · On-site
$200/hr
... to annotation to delivery. We design and create datasets from scratch, recruit and manage the ... A wide range of voices, speech patterns, and physical presence makes the resulting AI more ...
Paid Improv and Acting Work (Columbus, OH)
Columbus, OH · On-site
$200/hr
... to annotation to delivery. We design and create datasets from scratch, recruit and manage the ... A wide range of voices, speech patterns, and physical presence makes the resulting AI more ...
Quick apply
Paid Improv and Acting Work (Columbus, OH)
Columbus, OH · On-site
$200/hr
... to annotation to delivery. We design and create datasets from scratch, recruit and manage the ... A wide range of voices, speech patterns, and physical presence makes the resulting AI more ...
Speech Annotation information
What is speech annotation?
Speech annotation is the process of labeling audio recordings of speech with relevant information, such as transcriptions, speaker identification, emotion, or linguistic features. This work is essential for training and improving speech recognition systems, natural language processing tools, and voice assistants. Annotators listen to audio clips and apply tags or notes according to specific guidelines, ensuring that machine learning models can accurately interpret spoken language. The quality and consistency of speech annotation directly impact the performance of AI systems that rely on understanding human speech.
What are the key skills and qualifications needed to thrive as a speech annotation specialist, and why are they important?
To excel as a Speech Annotation Specialist, you need strong linguistic knowledge, attention to detail, and familiarity with phonetics or language data, often supported by a degree in linguistics or a related field. Proficiency with annotation tools like ELAN, Praat, or custom software platforms is essential, along with an understanding of data management systems. Excellent analytical skills, patience, and clear communication help ensure accuracy and efficient teamwork. These skills are crucial for producing high-quality speech datasets, which are fundamental for training and improving speech recognition technologies.
What are some common challenges faced by professionals in speech annotation roles, and how can they be managed?
Speech Annotation professionals often encounter challenges such as distinguishing between overlapping speakers, accurately transcribing accented or low-quality audio, and adhering to strict annotation guidelines. Managing these challenges requires strong attention to detail, patience, and effective use of annotation tools. Collaborating closely with team members and participating in regular quality reviews can help maintain consistency and accuracy across projects. Staying up-to-date with evolving annotation standards and seeking feedback are also key to overcoming common obstacles in this role.
What is the difference between Speech Annotation vs Speech Data Labeler?
| Aspect | Speech Annotation | Speech Data Labeler |
|---|---|---|
| Required Credentials | Basic computer skills, sometimes familiarity with transcription tools | Similar; often no formal degree required |
| Work Environment | Remote or office-based, working with audio files and annotation software | Remote or office-based, focusing on labeling speech data |
| Industry Usage | Used in speech recognition, NLP, AI training | Used in speech recognition, AI, and machine learning projects |
| Common Search Intent | Understanding roles in speech data processing | Finding entry-level speech data tasks |
Speech Annotation and Speech Data Labeler roles both involve working with speech data, but Speech Annotation typically requires more detailed labeling, such as marking phonemes or intonations, while Speech Data Labeler focuses on basic transcription and tagging. Both roles are essential in training speech recognition systems and often share similar work environments and skills.
What are popular job titles related to Speech Annotation jobs in Ohio?
For Speech Annotation jobs in Ohio, the most frequently searched job titles are:
What job categories do people searching Speech Annotation jobs in Ohio look for?
The top searched job categories for Speech Annotation jobs in Ohio are:
What cities in Ohio are hiring for Speech Annotation jobs?
Cities in Ohio with the most Speech Annotation job openings:
Expert Audio Transcriber, Macedonian
On-site, Remote
Perle AI
$18 - $23.50/hr
Contractor
Re-posted 13 days ago
Job description
ABOUT PERLE
Perle is an AI infrastructure company building expert-driven training data, evaluation systems, and applied AI products for the world's leading labs and enterprises. Our partners include xAI, Samsung, ELM, and Unisys. Headquartered in San Francisco with experts across more than forty markets, we specialize in the work that requires real human judgment: domain expertise, linguistic nuance, and cultural fidelity that generic data vendors cannot deliver.
Apply here: https://winnow.perle.ai/jobs/89f33ebe-f8bf-4e7d-a44e-3573ec89e1d9
THE ROLE
We are hiring expert Macedonian transcribers to convert audio recordings of native speakers into precise, conventionally formatted written transcripts. The work powers speech recognition, dialogue, and evaluation systems for major AI labs. Audio ranges from clean studio recordings to natural conversational speech in real-world acoustic conditions.
You will be working at the level of expert linguistic judgment. This is not data entry. Decisions about orthography, code-switching, speaker attribution, disfluencies, and non-speech events shape the quality of every model trained on your output.
DIALECT AND SCOPE
Standard Macedonian and its regional spoken varieties, written in Cyrillic. Project audio reflects everyday speech with awareness of distinctions from Bulgarian and Serbian.
Primary speaker regions: Skopje, Bitola, Kumanovo, Prilep, Tetovo, Ohrid.
WHAT YOU WILL DO
MUST HAVE
NICE TO HAVE
HOW WE WORK WITH YOU
HOW TO APPLY
Apply through Winnow, Perle's job portal at winnow.perle.ai. Find the role for your language under Open Jobs, set up your candidate profile, and complete the fully automated interview, which takes about 25 minutes. We review applications within 24 hours and invite passing candidates straight to the project.
Apply here: https://winnow.perle.ai/jobs/89f33ebe-f8bf-4e7d-a44e-3573ec89e1d9
EQUAL OPPORTUNITY
Perle hires experts on the basis of skill, language proficiency, and demonstrated quality. We welcome applicants from every background and every region where our target languages are spoken.
Perle is an AI infrastructure company building expert-driven training data, evaluation systems, and applied AI products for the world's leading labs and enterprises. Our partners include xAI, Samsung, ELM, and Unisys. Headquartered in San Francisco with experts across more than forty markets, we specialize in the work that requires real human judgment: domain expertise, linguistic nuance, and cultural fidelity that generic data vendors cannot deliver.
Apply here: https://winnow.perle.ai/jobs/89f33ebe-f8bf-4e7d-a44e-3573ec89e1d9
THE ROLE
We are hiring expert Macedonian transcribers to convert audio recordings of native speakers into precise, conventionally formatted written transcripts. The work powers speech recognition, dialogue, and evaluation systems for major AI labs. Audio ranges from clean studio recordings to natural conversational speech in real-world acoustic conditions.
You will be working at the level of expert linguistic judgment. This is not data entry. Decisions about orthography, code-switching, speaker attribution, disfluencies, and non-speech events shape the quality of every model trained on your output.
DIALECT AND SCOPE
Standard Macedonian and its regional spoken varieties, written in Cyrillic. Project audio reflects everyday speech with awareness of distinctions from Bulgarian and Serbian.
Primary speaker regions: Skopje, Bitola, Kumanovo, Prilep, Tetovo, Ohrid.
WHAT YOU WILL DO
- Transcribe audio recordings into accurate, time-aligned written text following Perle's project-specific style guide
- Apply correct conventions for speaker identification, overlapping speech, disfluencies, fillers, false starts, and non-speech events such as laughter, background noise, and music
- Make principled orthographic decisions for dialectal, colloquial, and code-switched speech
- Flag ambiguous segments, uncertain speakers, and audio quality issues using project conventions
- Self-review every submission against Perle's quality bar before delivery
- Engage with QA reviewers on edge cases, calibration sessions, and style guide updates
MUST HAVE
- Native fluency in Macedonian with lifelong residence or deep immersion in North Macedonia
- Mastery of Macedonian Cyrillic orthography
- Ability to distinguish Macedonian from Bulgarian and Serbian in mixed audio
- Strong ear for regional Macedonian accents
- At least two years of professional transcription, captioning, court reporting, broadcast, translation, or linguistic annotation experience
- Demonstrated accuracy at the word level under deadline pressure
- Comfortable with web-based annotation platforms and variable-speed audio playback
- Reliable high-speed internet, quality headphones, and a quiet workspace
- Ability to commit to defined volume per week during active project phases
NICE TO HAVE
- Background in South Slavic linguistics, translation, journalism, or media
- Prior experience annotating Macedonian or neighboring Slavic speech data
- Working knowledge of Bulgarian, Serbian, or Albanian for cross-lingual audio
- Familiarity with IPA or other phonetic transcription systems
- Experience with verbatim versus clean-verbatim transcription conventions
HOW WE WORK WITH YOU
- Paid pilot task before full onboarding so both sides can calibrate
- Per-task or per-minute compensation, with rates tied to audio complexity and turnaround
- Flexible scheduling, with volume scaling up and down based on active client projects
- Direct working relationship with Perle's linguistic leads and QA team
- Eligible for invitation to additional Perle expert projects across related domains
HOW TO APPLY
Apply through Winnow, Perle's job portal at winnow.perle.ai. Find the role for your language under Open Jobs, set up your candidate profile, and complete the fully automated interview, which takes about 25 minutes. We review applications within 24 hours and invite passing candidates straight to the project.
Apply here: https://winnow.perle.ai/jobs/89f33ebe-f8bf-4e7d-a44e-3573ec89e1d9
EQUAL OPPORTUNITY
Perle hires experts on the basis of skill, language proficiency, and demonstrated quality. We welcome applicants from every background and every region where our target languages are spoken.